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- 2026
[j34]Yang Dai
, Xiaoyu Tan, Haoyu Wang, Gengchen Ma, Yujie Xiong, Xihe Qiu:
MDM-DTA: Message Passing Neural Network with molecular descriptors and Mixture of Experts for drug-target affinity prediction. Comput. Methods Programs Biomed. 274: 109163 (2026)- [j33]Gengchen Ma, Haoyu Wang, Fenghao Sun, Chen Zhan, Xiaoyu Tan, Xihe Qiu, Liang Liu, Xiaofei Zhang, Lu Gan:
What the doodle: Sketching mental pictures with decoding brain signals, language understanding, and AI creativity. Expert Syst. Appl. 331: 133292 (2026) - [j32]Xihe Qiu, Yingchen Wei, Xiaoyu Tan, Weidi Xu, Haodong Wang, Jingru Ma, Jingjing Huang, Zhijun Fang:
MIMAR-OSA: Enhancing obstructive sleep apnea diagnosis through multimodal data integration and missing modality reconstruction. Pattern Recognit. 169: 111917 (2026) - [j31]Xihe Qiu, Siyue Shao, Qian Du, Xuemin Wang, Xiaoyu Tan:
MLLoRA: Leveraging meta-learning and LoRA for efficient multi-task fine-tuning in LLM-driven medical applications. Pattern Recognit. Lett. 207: 227-233 (2026) - [j30]Xihe Qiu, Leijun Cheng, Teqi Hao, Xiaoyu Tan:
ArMA: Mitigating Catastrophic Forgetting using Attention-Regularized Model Averaging in Continual Fine-tuning Large Language Models. IEEE Trans. Artif. Intell. 7(5): 2920-2930 (2026) - [j29]Haoyu Wang, Xiaoyu Tan, Tianliang Yao, Zhijun Fang, Peng Qi, Xihe Qiu:
Learning Expressive Task Embeddings and Sample-Efficient Exploration for Context Shift Reduction in Offline Meta-Reinforcement Environment. IEEE Trans. Cogn. Dev. Syst. 18(4): 888-903 (2026) - [j28]Xihe Qiu, Haoyu Wang, Xiaoyu Tan, Sijia Li, Yujie Xiong, Zhijun Fang:
ReMALIS: Inference-Guided Intention Propagation for Multiagent Stochastic Task Coordination With Large Language Models in Complex Networks Domains. IEEE Trans. Comput. Soc. Syst. 13(4): 4775-4787 (2026) - [c42]Chen Zhan, Xiaoyu Tan, Gengchen Ma, Yu-Jie Xiong, Xiaoyan Jiang, Xihe Qiu:
From Answers to Arguments: Toward Trustworthy Clinical Diagnostic Reasoning with Toulmin-Guided Curriculum Goal-Conditioned Learning. ACL (1) 2026: 13985-14004 - [c41]Yuxuan Fu, Xiaoyu Tan, Teqi Hao, Chen Zhan, Xihe Qiu:
PRISM: Festina Lente Proactivity-Risk-Sensitive, Uncertainty-Aware Deliberation for Proactive Agents. ICLR 2026 - [c40]Long Li, Zhijian Zhou, Jiaran Hao, Jason Klein Liu, Yanting Miao, Wei Pang, Xiaoyu Tan, Wei Chu, Zhe Wang, Shirui Pan, Chao Qu, Yuan Qi:
The Choice of Divergence: A Neglected Key to Mitigating Diversity Collapse in Reinforcement Learning with Verifiable Reward. ICLR 2026 - [c39]Yulei Qin, Xiaoyu Tan, Zhengbao He, Gang Li, Haojia Lin, Zongyi Li, Zihan Xu, Yuchen Shi, Siqi Cai, Renting Rui, Shaofei Cai, Yuzheng Cai, Xuan Zhang, Sheng Ye, Ke Li, Xing Sun:
Learn the Ropes, Then Trust the Wins: Self-imitation with Progressive Exploration for Agentic Reinforcement Learning. ICLR 2026 - [c38]Xuan Zhang, Ruixiao Li, Zhijian Zhou, Long Li, Yulei Qin, Ke Li, Xing Sun, Xiaoyu Tan, Chao Qu, Yuan Qi:
Count Counts: Motivating Exploration in LLM Reasoning with Count-based Intrinsic Rewards. ICLR 2026 - [c37]Xiaoyu Tan, Tianchu Yao, Chao Qu, Bin Li, Minghao Yang, Dakuan Lu, Haozhe Wang, Yinghui Xu, Xihe Qiu:
AURORA: Automated Training Framework of Universal Process Reward Models via Ensemble Prompting and Reverse Verification. KDD (1) 2026: 1378-1389 - [c36]Sijia Li, Xiaoyu Tan, Chen Zhan, Yuanji Ma, Haoyu Wang, Xihe Qiu:
CW-B: Class Weighted Boosting Framework for Imbalance Resilient Multi Class Cardiac Phenotyping. MICCAI (9) 2026: 219-229 - [c35]Sijia Li, Xiaoyu Tan, Qixing Wang, Weiyi Zhao, Chen Zhan, Teqi Hao, Xuemin Wang, Lei Gu, Roland Eils, Xihe Qiu:
Human-In-The-Loop Multi-agent Ventilator Decision Support with Contextual Bandit Preference Learning. MICCAI (19) 2026: 290-300 - [c34]Weiyi Zhao, Xiaoyu Tan, Lu Gan, Liang Liu, Xihe Qiu:
Latent-CURE: Interpretable Breast Cancer Diagnosis via Dual-Asymmetric Chain-of-Thought. MICCAI (9) 2026: 367-376 - [c33]Hongze Zhang, Yuxuan Fu, Xiaoyu Tan, Xihe Qiu:
Pressure-Tuned Auditor for Sycophancy-Resistant Breast Ultrasound VLM Diagnosis. MICCAI (9) 2026: 550-559 - [c32]Sijia Li, Xiaoyu Tan, Shahir Ali, Niels Schmidt, Gengchen Ma, Xihe Qiu:
Curiosity Driven Knowledge Retrieval for Mobile Agents. WWW 2026: 5198-5209 - [i50]Xihe Qiu, Yang Dai, Xiaoyu Tan, Sijia Li, Fenghao Sun, Lu Gan, Liang Liu:
SRU-Pix2Pix: A Fusion-Driven Generator Network for Medical Image Translation with Few-Shot Learning. CoRR abs/2601.04785 (2026) - [i49]Sijia Li, Xiaoyu Tan, Shahir Ali, Niels Schmidt, Gengchen Ma, Xihe Qiu:
Curiosity Driven Knowledge Retrieval for Mobile Agents. CoRR abs/2601.19306 (2026) - [i48]Zhixiang Wei, Yi Li, Zhehan Kan, Xinghua Jiang, Zuwei Long, Shifeng Liu, Hongze Shen, Wei Liu, Xiaoyu Tan, Haojia Lin, Yubo Zhu, Qianyu Li, Di Yin, Haoyu Cao, Weibo Gu, Xin Li, Yinsong Liu, Deqiang Jiang, Xing Sun, Yunsheng Wu, Mingkong Tang, Shuangyin Liu, Lexiang Tang, Haodong Lin, Junru Lu, Jiarui Qin, Lingfeng Qiao, Ruizhi Qiao, Bo Ke, Jianfeng He, Ke Li, Yangning Li, Yunhang Shen, Mengdan Zhang, Peixian Chen, Kun Yin, Bing Liu, Yunfei Wu, Huang Chen, Zhongpeng Cai, Xiaotian Li:
Youtu-VL: Unleashing Visual Potential via Unified Vision-Language Supervision. CoRR abs/2601.19798 (2026) - [i47]Yuxuan Fu, Xiaoyu Tan, Teqi Hao, Chen Zhan, Xihe Qiu:
PRISM: Festina Lente Proactivity - Risk-Sensitive, Uncertainty-Aware Deliberation for Proactive Agents. CoRR abs/2602.01532 (2026) - [i46]Xiyao Wang, Xiaoyu Tan, Yang Dai, Yuxuan Fu, Shuo Li, Xihe Qiu:
VIVID-Med: LLM-Supervised Structured Pretraining for Deployable Medical ViTs. CoRR abs/2603.09109 (2026) - [i45]Chen Zhan, Xiaoyu Tan, Gengchen Ma, Yu-Jie Xiong, Xiaoyan Jiang, Xihe Qiu:
From Answers to Arguments: Toward Trustworthy Clinical Diagnostic Reasoning with Toulmin-Guided Curriculum Goal-Conditioned Learning. CoRR abs/2604.11137 (2026) - [i44]Chen Zhan, Xihe Qiu, Xiaoyu Tan, Xibing Zhuang, Gengchen Ma, Yue Zhang, Shuo Li, Peifeng Liu, Xiaoxiao Ge, Liang Liu, Lu Gan:
Active Evidence-Seeking and Diagnostic Reasoning in Large Language Models for Clinical Decision Support. CoRR abs/2605.22047 (2026) - [i43]Sijia Li, Xiaoyu Tan, Qixing Wang, Weiyi Zhao, Chen Zhan, Teqi Hao, Xuemin Wang, Lei Gu, Roland Eils, Xihe Qiu:
Human-in-the-Loop Multi-Agent Ventilator Decision Support with Contextual Bandit Preference Learning. CoRR abs/2605.23320 (2026) - [i42]Chen Zhan, Yingchen Wei, Xiaoyu Tan, Jingjing Huang, Xihe Qiu:
Structured Visual Evidence Decomposition for Evidence-Grounded Multimodal Screening of Obstructive Sleep Apnea-Hypopnea Syndrome. CoRR abs/2606.00087 (2026) - [i41]Teqi Hao, Yuxuan Fu, Xiaoyu Tan, Shaojie Shi, Bohao Lv, Yinghui Xu, Xihe Qiu:
VentAgent: When LLMs Learn to Breathe - Multi-Objective Arbitration for ARDS Ventilation. CoRR abs/2606.04632 (2026) - [i40]Xuan Zhang, Zhijian Zhou, Lingfeng Qiao, Yulei Qin, Ke Li, Xing Sun, Xiaoyu Tan, Chao Qu, Yuan Qi:
Internalizing the Future: A Unified Agentic Training Paradigm for World Model Planning. CoRR abs/2606.27483 (2026) - [i39]Youhong Chen, Xiaoyu Tan, Muhammad Sharjeel Javaid, David Angeli, Balarko Chaudhuri:
Decentralized Stability of IBR-dominated Power Grids Using Block Diagonal Dominance. CoRR abs/2606.28023 (2026) - [i38]Sijia Li, Xiaoyu Tan, Chen Zhan, Yuanji Ma, Haoyu Wang, Xihe Qiu:
CW-B: Class Weighted Boosting Framework for Imbalance Resilient Multi Class Cardiac Phenotyping. CoRR abs/2606.29907 (2026) - [i37]Weiyi Zhao, Xiaoyu Tan, Lu Gan, Liang Liu, Xihe Qiu:
Latent-CURE for Breast Cancer Diagnosis. CoRR abs/2606.29928 (2026) - [i36]Pudong Ge, Muhammad Sharjeel Javaid, Xiaoyu Tan, Jianli Gao, David Angeli, Janusz Bialek, Balarko Chaudhuri:
Decentralized Control Synthesis in IBR-Dominated Power Systems: A Block Diagonal Dominance Based Approach. CoRR abs/2608.01236 (2026) - [i35]Zhijian Zhou, Long Li, Xuan Zhang, Zongkai Liu, Yulei Qin, Ke Li, Xing Sun, Xiaoyu Tan, Chao Qu, Yuan Qi:
Start Classifying: Categorical Critics for LLM Reinforcement Learning. CoRR abs/2608.02181 (2026) - 2025
- [j27]Bin Li, Xihe Qiu, Xiaoyu Tan, Long Yang, Jing Tao, Zhijun Fang, Jingjing Huang:
An end-to-end audio classification framework with diverse features for obstructive sleep apnea-hypopnea syndrome diagnosis. Appl. Intell. 55(6): 427 (2025) - [j26]Gengchen Ma, Xihe Qiu, Xiaoyu Tan:
DMFusion: A dual-branch multi-scale feature fusion network for medical multi-modal image fusion. Biomed. Signal Process. Control. 105: 107572 (2025) - [j25]Xihe Qiu, Siyue Shao, Haoyu Wang, Xiaoyu Tan:
Bio-K-Transformer: A pre-trained transformer-based sequence-to-sequence model for adverse drug reactions prediction. Comput. Methods Programs Biomed. 260: 108524 (2025) - [j24]Haoyu Wang, Xihe Qiu, Bin Li, Xiaoyu Tan, Jingjing Huang:
Multimodal heterogeneous graph fusion for automated obstructive sleep apnea-hypopnea syndrome diagnosis. Complex Intell. Syst. 11(1) (2025) - [j23]Leijun Cheng, Xihe Qiu, Xiaoyu Tan, Haoyu Wang, Yu-Jie Xiong:
An innovative contrastive learning approach to improve image recognition robustness and interpretability via simulated environmental perturbations. Eng. Appl. Artif. Intell. 159: 111619 (2025) - [j22]Haoyu Wang, Xihe Qiu, Yu-Jie Xiong, Xiaoyu Tan:
AutoGRN: An adaptive multi-channel graph recurrent joint optimization network with Copula-based dependency modeling for spatio-temporal fusion in electrical power systems. Inf. Fusion 117: 102836 (2025) - [j21]Yongxin Deng, Xihe Qiu, Jue Chen, Xiaoyu Tan:
Reward guidance for reinforcement learning tasks based on large language models: The LMGT framework. Knowl. Based Syst. 322: 113689 (2025) - [j20]Xihe Qiu, Shaojie Shi, Bin Li, Xiaoyu Tan, Yongbin Gao, Shuo Li:
LLM-GAODE: Large-language-model augmented neural ordinary differential equation network for video nystagmography classification. Knowl. Based Syst. 326: 114050 (2025) - [j19]Xihe Qiu, Haoyu Wang, Xiaoyu Tan, Yaochu Jin:
CVDLLM: Automated Cardiovascular Disease Diagnosis With Large-Language-Model-Assisted Graph Attentive Feature Interaction. IEEE Trans. Artif. Intell. 6(6): 1575-1590 (2025) - [j18]Yongxin Deng, Xihe Qiu, Xiaoyu Tan, Yaochu Jin:
FedSlate: A Federated Deep Reinforcement Learning Recommender System. IEEE Trans. Emerg. Top. Comput. Intell. 9(6): 4202-4216 (2025) - [c31]Rui Xu, Mingyu Wang, Xintao Wang, Dakuan Lu, Xiaoyu Tan, Wei Chu, Yinghui Xu:
Guess What I am Thinking: A Benchmark for Inner Thought Reasoning of Role-Playing Language Agents. EMNLP (Findings) 2025: 15148-15168 - [c30]Yongxin Deng, Xihe Qiu, Xiaoyu Tan, Chao Qu, Jing Pan, Yuan Cheng, Yinghui Xu, Wei Chu:
CogniDual Framework: Self-Training Large Language Models within a Dual-System Theoretical Framework for Improving Cognitive Tasks. ICASSP 2025: 1-5 - [c29]Yingchen Wei, Xihe Qiu, Xiaoyu Tan, Jingjing Huang, Wei Chu, Yinghui Xu, Yuan Qi:
An Attentive Dual-Encoder Framework Leveraging Multimodal Visual and Semantic Information for Automatic OSAHS Diagnosis. ICASSP 2025: 1-5 - [c28]Yinghui Li, Haojing Huang, Jiayi Kuang, Yangning Li, Shu-Yu Guo, Chao Qu, Xiaoyu Tan, Hai-Tao Zheng, Ying Shen, Philip S. Yu:
Refine Knowledge of Large Language Models via Adaptive Contrastive Learning. ICLR 2025 - [c27]Xiaoyu Tan, Teqi Hao, Xihe Qiu, Shaojie Shi, Yuan Cheng, Wei Chu, Yinghui Xu, Yuan Qi:
Leave the Bias in Bias: Mitigating the Label Noise Effects in Continual Visual Instruction Fine-Tuning. ICME 2025: 1-7 - [c26]Yinghui Li, Jiayi Kuang, Haojing Huang, Zhikun Xu, Xinnian Liang, Yi Yu, Wenlian Lu, Yangning Li, Xiaoyu Tan, Chao Qu, Ying Shen, Hai-Tao Zheng, Philip S. Yu:
One Example Shown, Many Concepts Known! Counterexample-Driven Conceptual Reasoning in Mathematical LLMs. ICML 2025 - [c25]Xiaoyu Tan, Haoyu Wang, Sijia Li, Yinghui Xu, Xihe Qiu:
HeStIa: Asynchronous Embodied Dynamic Locomotion Learning for Walking Robots through Multimodal Large Language Models. IROS 2025: 19629-19636 - [c24]Xiaoyu Tan, Haoyu Wang, Xihe Qiu, Leijun Cheng, Yuan Cheng, Wei Chu, Yinghui Xu, Yuan Qi:
Struct-X: Enhancing the Reasoning Capabilities of Large Language Models in Structured Data Scenarios. KDD (1) 2025: 2584-2595 - [c23]Xiaoyu Tan, Bin Li, Weidi Xu, Chao Qu, Wei Chu, Yinghui Xu, Yuan Qi, Xihe Qiu:
Prolog-Driven Rule-Based Diagnostics with Large Language Models for Precise Clinical Decision Support. MICCAI (10) 2025: 413-423 - [c22]Teqi Hao, Xiaoyu Tan, Bin Li, Xuemin Wang, Chao Qu, Yinghui Xu, Xihe Qiu:
MVP-LLMs: Optimizing Intervention Timing and Subsequent Decision Support for Mechanical Ventilation Parameter Control Using Large Language Models. MICCAI (5) 2025: 455-464 - [c21]Xihe Qiu, Chen Zhan, Gengchen Ma, Jingjing Huang, Xiaoyu Tan:
Robust Sleep Stage Prediction from Electroencephalogram with Label Noise Using Multimodal Large Language Models. MICCAI (6) 2025: 575-585 - [c20]Jiayi Kuang, Haojing Huang, Yinghui Li, Xinnian Liang, Zhikun Xu, Yangning Li, Xiaoyu Tan, Chao Qu, Meishan Zhang, Ying Shen, Philip S. Yu:
Atomic Thinking of LLMs: Decoupling and Exploring Mathematical Reasoning Abilities. NeurIPS 2025 - [c19]Rui Xu, Dakuan Lu, Zicheng Zhao, Xiaoyu Tan, Xintao Wang, Siyu Yuan, Jiangjie Chen, Yinghui Xu:
ORIGAMISPACE: Benchmarking Multimodal LLMs in Multi-Step Spatial Reasoning with Mathematical Constraints. NeurIPS 2025 - [c18]Xiaoyu Tan, Bin Li, Xihe Qiu, Chao Qu, Wei Chu, Yinghui Xu, Yuan Qi:
Meta-Agent-Workflow: Streamlining Tool Usage in LLMs through Workflow Construction, Retrieval, and Refinement. WWW (Companion Volume) 2025: 458-467 - [i34]Dakuan Lu, Xiaoyu Tan, Rui Xu, Tianchu Yao, Chao Qu, Wei Chu, Yinghui Xu, Yuan Qi:
SCP-116K: A High-Quality Problem-Solution Dataset and a Generalized Pipeline for Automated Extraction in the Higher Education Science Domain. CoRR abs/2501.15587 (2025) - [i33]Yinghui Li, Haojing Huang, Jiayi Kuang, Yangning Li, Shu-Yu Guo, Chao Qu, Xiaoyu Tan, Hai-Tao Zheng, Ying Shen, Philip S. Yu:
Refine Knowledge of Large Language Models via Adaptive Contrastive Learning. CoRR abs/2502.07184 (2025) - [i32]Yinghui Li, Jiayi Kuang, Haojing Huang, Zhikun Xu, Xinnian Liang, Yi Yu, Wenlian Lu, Yangning Li, Xiaoyu Tan, Chao Qu, Ying Shen, Hai-Tao Zheng, Philip S. Yu:
One Example Shown, Many Concepts Known! Counterexample-Driven Conceptual Reasoning in Mathematical LLMs. CoRR abs/2502.10454 (2025) - [i31]Xiaoyu Tan, Tianchu Yao, Chao Qu, Bin Li, Minghao Yang, Dakuan Lu, Haozhe Wang, Xihe Qiu, Wei Chu, Yinghui Xu, Yuan Qi:
AURORA:Automated Training Framework of Universal Process Reward Models via Ensemble Prompting and Reverse Verification. CoRR abs/2502.11520 (2025) - [i30]Rui Xu, MingYu Wang, Xintao Wang, Dakuan Lu, Xiaoyu Tan, Wei Chu, Yinghui Xu:
Guess What I am Thinking: A Benchmark for Inner Thought Reasoning of Role-Playing Language Agents. CoRR abs/2503.08193 (2025) - [i29]Weiyi Zhao, Xiaoyu Tan, Liang Liu, Sijia Li, Youwei Song, Xihe Qiu:
Visual-Semantic Knowledge Conflicts in Operating Rooms: Synthetic Data Curation for Surgical Risk Perception in Multimodal Large Language Models. CoRR abs/2506.22500 (2025) - [i28]Long Li, Jiaran Hao, Jason Klein Liu, Zhijian Zhou, Xiaoyu Tan, Wei Chu, Zhe Wang, Shirui Pan, Chao Qu, Yuan Qi:
The Choice of Divergence: A Neglected Key to Mitigating Diversity Collapse in Reinforcement Learning with Verifiable Reward. CoRR abs/2509.07430 (2025) - [i27]Yulei Qin, Xiaoyu Tan, Zhengbao He, Gang Li, Haojia Lin, Zongyi Li, Zihan Xu, Yuchen Shi, Siqi Cai, Renting Rui, Shaofei Cai, Yuzheng Cai, Xuan Zhang, Sheng Ye, Ke Li, Xing Sun:
Learn the Ropes, Then Trust the Wins: Self-imitation with Progressive Exploration for Agentic Reinforcement Learning. CoRR abs/2509.22601 (2025) - [i26]Jiayi Kuang, Haojing Huang, Yinghui Li, Xinnian Liang, Zhikun Xu, Yangning Li, Xiaoyu Tan, Chao Qu, Meishan Zhang, Ying Shen, Philip S. Yu:
Atomic Thinking of LLMs: Decoupling and Exploring Mathematical Reasoning Abilities. CoRR abs/2509.25725 (2025) - [i25]Gang Li, Yulei Qin, Xiaoyu Tan, Dingkang Yang, Yuchen Shi, Zihan Xu, Xiang Li, Xing Sun, Ke Li:
RoRecomp: Enhancing Reasoning Efficiency via Rollout Response Recomposition in Reinforcement Learning. CoRR abs/2509.25958 (2025) - [i24]Yuzheng Cai, Siqi Cai, Yuchen Shi, Zihan Xu, Lichao Chen, Yulei Qin, Xiaoyu Tan, Gang Li, Zongyi Li, Haojia Lin, Yong Mao, Ke Li, Xing Sun:
Training-Free Group Relative Policy Optimization. CoRR abs/2510.08191 (2025) - [i23]Xuxin Cheng, Ke Zeng, Zhiquan Cao, Linyi Dai, Wenxuan Gao, Fei Han, Ai Jian, Feng Hong, Wenxing Hu, Zihe Huang, Dejian Kong, Jia Leng, Zhuoyuan Liao, Pei Liu, Jiaye Lin, Xing Ma, Jingqing Ruan, Jiaxing Song, Xiaoyu Tan, Ruixuan Xiao, Wenhui Yu, Wenyu Zhan, Haoxing Zhang, Chao Zhou, Hao Zhou, Shaodong Zheng, Ruinian Chen, Siyuan Chen, Ziyang Chen, Yiwen Dong, Yaoyou Fan, Yangyi Fang, Yang Gan, Shiguang Guo, Qi He, Chaowen Hu, Binghui Li, Dailin Li, Xiangyu Li, Yan Li, Chengjian Liu, Xiangfeng Liu, Jiahui Lv, Qiao Ma, Jiang Pan, Cong Qin, Chenxing Sun, Wen Sun, Zhonghui Wang, Abudukelimu Wuerkaixi, Xin Yang, Fangyi Yuan, Yawen Zhu, Tianyi Zhai, Jie Zhang, Runlai Zhang, Yao Xu, Yiran Zhao, Yifan Wang, Xunliang Cai, Yangen Hu, Cao Liu, Lu Pan, Xiaoli Wang, Bo Xiao, Wenyuan Yao, Qianlin Zhou, Benchang Zhu:
Higher Satisfaction, Lower Cost: A Technical Report on How LLMs Revolutionize Meituan's Intelligent Interaction Systems. CoRR abs/2510.13291 (2025) - [i22]Xuan Zhang, Ruixiao Li, Zhijian Zhou, Long Li, Yulei Qin, Ke Li, Xing Sun, Xiaoyu Tan, Chao Qu, Yuan Qi:
Count Counts: Motivating Exploration in LLM Reasoning with Count-based Intrinsic Rewards. CoRR abs/2510.16614 (2025) - [i21]Haojia Lin, Xiaoyu Tan, Yulei Qin, Zihan Xu, Yuchen Shi, Zongyi Li, Gang Li, Shaofei Cai, Siqi Cai, Chaoyou Fu, Ke Li, Xing Sun:
CUARewardBench: A Benchmark for Evaluating Reward Models on Computer-using Agent. CoRR abs/2510.18596 (2025) - [i20]Rui Xu, Dakuan Lu, Zicheng Zhao, Xiaoyu Tan, Xintao Wang, Siyu Yuan, Jiangjie Chen, Yinghui Xu:
ORIGAMISPACE: Benchmarking Multimodal LLMs in Multi-Step Spatial Reasoning with Mathematical Constraints. CoRR abs/2511.18450 (2025) - [i19]Xihe Qiu, Gengchen Ma, Haoyu Wang, Chen Zhan, Xiaoyu Tan, Shuo Li:
EEG-VLM: A Hierarchical Vision-Language Model with Multi-Level Feature Alignment and Visually Enhanced Language-Guided Reasoning for EEG Image-Based Sleep Stage Prediction. CoRR abs/2511.19155 (2025) - [i18]Shaofei Cai, Yulei Qin, Haojia Lin, Zihan Xu, Gang Li, Yuchen Shi, Zongyi Li, Yong Mao, Siqi Cai, Xiaoyu Tan, Yitao Liang, Ke Li, Xing Sun:
SmartSnap: Proactive Evidence Seeking for Self-Verifying Agents. CoRR abs/2512.22322 (2025) - [i17]Yuchen Shi, Yuzheng Cai, Siqi Cai, Zihan Xu, Lichao Chen, Yulei Qin, Zhijian Zhou, Xiang Fei, Chaofan Qiu, Xiaoyu Tan, Gang Li, Zongyi Li, Haojia Lin, Guocan Cai, Yong Mao, Yunsheng Wu, Ke Li, Xing Sun:
Youtu-Agent: Scaling Agent Productivity with Automated Generation and Hybrid Policy Optimization. CoRR abs/2512.24615 (2025) - 2024
- [j17]Haoyu Wang, Xihe Qiu, Xiaoyu Tan:
Multivariate graph neural networks on enhancing syntactic and semantic for aspect-based sentiment analysis. Appl. Intell. 54(22): 11672-11689 (2024) - [j16]Xihe Qiu, Jiahui Qian, Haoyu Wang, Xiaoyu Tan, Yaochu Jin:
An attentive Copula-based spatio-temporal graph model for multivariate time-series forecasting. Appl. Soft Comput. 154: 111324 (2024) - [j15]Xihe Qiu, Haoyu Wang, Xiaoyu Tan, Zhijun Fang:
G-K BertDTA: A graph representation learning and semantic embedding-based framework for drug-target affinity prediction. Comput. Biol. Medicine 173: 108376 (2024) - [j14]Bo Zhang, Xihe Qiu, Xiaoyu Tan:
Balancing therapeutic effect and safety in ventilator parameter recommendation: An offline reinforcement learning approach. Eng. Appl. Artif. Intell. 131: 107784 (2024) - [j13]Xihe Qiu, Yajun Ru, Xiaoyu Tan, Jue Chen, Bin Chen, Yun Guo:
A k-nearest neighbor attentive deep autoregressive network for electricity consumption prediction. Int. J. Mach. Learn. Cybern. 15(4): 1201-1212 (2024) - [j12]Xihe Qiu, Haoyu Wang, Xiaoyu Tan:
Inferring Intents From Equivariant-Invariant Representations and Relational Learning in Multiagent Systems. IEEE Syst. J. 18(3): 1765-1775 (2024) - [j11]Xihe Qiu, Teqi Hao, Shaojie Shi, Xiaoyu Tan, Yu-Jie Xiong:
Chain-of-LoRA: Enhancing the Instruction Fine-Tuning Performance of Low-Rank Adaptation on Diverse Instruction Set. IEEE Signal Process. Lett. 31: 875-879 (2024) - [j10]Xiaoyu Tan, Chao Qu, Junwu Xiong, James Y. Zhang, Xihe Qiu, Yaochu Jin:
Model-Based Off-Policy Deep Reinforcement Learning With Model-Embedding. IEEE Trans. Emerg. Top. Comput. Intell. 8(4): 2974-2986 (2024) - [c17]Xihe Qiu, Haoyu Wang, Xiaoyu Tan, Chao Qu:
ILTS: Inducing Intention Propagation in Decentralized Multi-Agent Tasks with Large Language Models. CIKM 2024: 3989-3993 - [c16]Xiaoyu Tan, Bin Li, Xihe Qiu, Jingjing Huang, Yinghui Xu, Wei Chu:
Robust Deep Hawkes Process Under Label Noise of Both Event and Occurrence. ECAI 2024: 2870-2877 - [c15]Shaojie Shi, Xiaoyu Tan, Xihe Qiu, Chao Qu, Kexin Nie, Yuan Cheng, Wei Chu, Yinghui Xu, Yuan Qi:
ULMR: Unlearning Large Language Models via Negative Response and Model Parameter Average. EMNLP (Industry Track) 2024: 755-762 - [c14]Haoyu Wang, Xiaoyu Tan, Xihe Qiu, Chao Qu:
Subequivariant Reinforcement Learning Framework for Coordinated Motion Control. ICRA 2024: 2112-2118 - [c13]Xiaoyu Tan, Leijun Cheng, Xihe Qiu, Shaojie Shi, Yuan Cheng, Wei Chu, Yinghui Xu, Yuan Qi:
Enhancing Personalized Headline Generation via Offline Goal-conditioned Reinforcement Learning with Large Language Models. KDD 2024: 5762-5772 - [c12]Xiaoyu Tan, Leijun Cheng, Xihe Qiu, Shaojie Shi, Yuan Cheng, Wei Chu, Yinghui Xu, Yuan Qi:
Enhancing Task Performance in Continual Instruction Fine-tuning Through Format Uniformity. SIGIR 2024: 2384-2389 - [i16]Haoyu Wang, Xiaoyu Tan, Xihe Qiu, Chao Qu:
Subequivariant Reinforcement Learning Framework for Coordinated Motion Control. CoRR abs/2403.15100 (2024) - [i15]Rui Xu, Dakuan Lu, Xiaoyu Tan, Xintao Wang, Siyu Yuan, Jiangjie Chen, Wei Chu, Yinghui Xu:
MINDECHO: Role-Playing Language Agents for Key Opinion Leaders. CoRR abs/2407.05305 (2024) - [i14]Xiaoyu Tan, Haoyu Wang, Xihe Qiu, Yuan Cheng, Yinghui Xu, Wei Chu, Yuan Qi:
Struct-X: Enhancing Large Language Models Reasoning with Structured Data. CoRR abs/2407.12522 (2024) - [i13]Xihe Qiu, Haoyu Wang, Xiaoyu Tan, Chao Qu, Yujie Xiong, Yuan Cheng, Yinghui Xu, Wei Chu, Yuan Qi:
Towards Collaborative Intelligence: Propagating Intentions and Reasoning for Multi-Agent Coordination with Large Language Models. CoRR abs/2407.12532 (2024) - [i12]Xiaoyu Tan, Yongxin Deng, Xihe Qiu, Weidi Xu, Chao Qu, Wei Chu, Yinghui Xu, Yuan Qi:
Thought-Like-Pro: Enhancing Reasoning of Large Language Models through Self-Driven Prolog-based Chain-of-Though. CoRR abs/2407.14562 (2024) - [i11]Xiaoyu Tan, Bin Li, Xihe Qiu, Jingjing Huang, Yinghui Xu, Wei Chu:
Robust Deep Hawkes Process under Label Noise of Both Event and Occurrence. CoRR abs/2407.17164 (2024) - [i10]Yongxin Deng, Xihe Qiu, Xiaoyu Tan, Jing Pan, Jue Chen, Zhijun Fang, Yinghui Xu, Wei Chu, Yuan Qi:
Promoting Equality in Large Language Models: Identifying and Mitigating the Implicit Bias based on Bayesian Theory. CoRR abs/2408.10608 (2024) - [i9]Yongxin Deng, Xihe Qiu, Xiaoyu Tan, Chao Qu, Jing Pan, Yuan Cheng, Yinghui Xu, Wei Chu:
CogniDual Framework: Self-Training Large Language Models within a Dual-System Theoretical Framework for Improving Cognitive Tasks. CoRR abs/2409.03381 (2024) - [i8]Yongxin Deng, Xihe Qiu, Xiaoyu Tan, Wei Chu, Yinghui Xu:
LMGT: Optimizing Exploration-Exploitation Balance in Reinforcement Learning through Language Model Guided Trade-offs. CoRR abs/2409.04744 (2024) - [i7]Yongxin Deng, Xiaoyu Tan, Xihe Qiu, Yaochu Jin:
FedSlate:A Federated Deep Reinforcement Learning Recommender System. CoRR abs/2409.14872 (2024) - [i6]Xiaoyu Tan, Yongxin Deng, Chao Qu, Siqiao Xue, Xiaoming Shi, James Y. Zhang, Xihe Qiu:
Adaptive Learning on User Segmentation: Universal to Specific Representation via Bipartite Neural Interaction. CoRR abs/2409.14945 (2024) - [i5]Yingchen Wei, Xihe Qiu, Xiaoyu Tan, Jingjing Huang, Wei Chu, Yinghui Xu, Yuan Qi:
An Attentive Dual-Encoder Framework Leveraging Multimodal Visual and Semantic Information for Automatic OSAHS Diagnosis. CoRR abs/2412.18919 (2024) - 2023
- [j9]Jiahui Qian, Xihe Qiu, Xiaoyu Tan, Qiong Li, Jue Chen, Xiaoyan Jiang:
An Attentive LSTM based approach for adverse drug reactions prediction. Appl. Intell. 53(5): 4875-4889 (2023) - [j8]Xihe Qiu, Xiaoyu Tan, Fengting Yan, Qianmin Su, Jue Chen, Xiaoyan Jiang:
Semi-supervised recommender system for bone implant ratio recommendation. J. Ambient Intell. Humaniz. Comput. 14(5): 5615-5624 (2023) - [j7]Xihe Qiu, Bo Zhang, Qiong Li, Xiaoyu Tan, Jue Chen:
PCSboost: A Multi-Model Machine Learning Framework for Key Fragments Selection of Channelrhodopsins Achieving Optogenetics. J. Circuits Syst. Comput. 32(14): 2350249:1-2350249:18 (2023) - [c11]Chao Qu, Xiaoyu Tan, Siqiao Xue, Xiaoming Shi, James Zhang, Hongyuan Mei:
Bellman Meets Hawkes: Model-Based Reinforcement Learning via Temporal Point Processes. AAAI 2023: 9543-9551 - [c10]Zhenting Qi, Xiaoyu Tan, Chao Qu, Yinghui Xu, Yuan Qi:
SaFER: A Robust and Efficient Framework for Fine-tuning BERT-based Classifier with Noisy Labels. ACL (industry) 2023: 390-403 - [c9]Zhenting Qi, Xiaoyu Tan, Shaojie Shi, Chao Qu, Yinghui Xu, Yuan Qi:
PILLOW: Enhancing Efficient Instruction Fine-tuning via Prompt Matching. EMNLP (Industry Track) 2023: 471-482 - [c8]Xiaoyu Tan, Shaojie Shi, Xihe Qiu, Chao Qu, Zhenting Qi, Yinghui Xu, Yuan Qi:
Self-Criticism: Aligning Large Language Models with their Understanding of Helpfulness, Honesty, and Harmlessness. EMNLP (Industry Track) 2023: 650-662 - [c7]Xihe Qiu, Shaojie Shi, Xiaoyu Tan, Chao Qu, Zhijun Fang, Hailing Wang, Yongbin Gao, Peixia Wu, Huawei Li:
Gram-based Attentive Neural Ordinary Differential Equations Network for Video Nystagmography Classification. ICCV 2023: 21282-21291 - [c6]Xiaoyu Tan, Lin Yong, Shengyu Zhu, Chao Qu, Xihe Qiu, Yinghui Xu, Peng Cui, Yuan Qi:
Provably Invariant Learning without Domain Information. ICML 2023: 33563-33580 - [c5]Xiaoyu Tan, Yongxin Deng, Chao Qu, Siqiao Xue, Xiaoming Shi, James Y. Zhang, Xihe Qiu:
Adaptive Learning on User Segmentation: Universal to Specific Representation via Bipartite Neural Interaction. SIGIR-AP 2023: 205-211 - [i4]Zhenting Qi, Xiaoyu Tan, Shaojie Shi, Chao Qu, Yinghui Xu, Yuan Qi:
PILLOW: Enhancing Efficient Instruction Fine-tuning via Prompt Matching. CoRR abs/2312.05621 (2023) - 2022
- [j6]Yajun Ru, Xihe Qiu, Xiaoyu Tan, Bin Chen, Yongbin Gao, Yaochu Jin:
Sparse-attentive meta temporal point process for clinical decision support. Neurocomputing 485: 114-123 (2022) - [j5]Shaotao Chen, Xihe Qiu, Xiaoyu Tan, Zhijun Fang, Yaochu Jin:
A model-based hybrid soft actor-critic deep reinforcement learning algorithm for optimal ventilator settings. Inf. Sci. 611: 47-64 (2022) - [j4]Xihe Qiu, Xiaoyu Tan, Qiong Li, Shaotao Chen, Yajun Ru, Yaochu Jin:
A latent batch-constrained deep reinforcement learning approach for precision dosing clinical decision support. Knowl. Based Syst. 237: 107689 (2022) - [c4]Siqiao Xue, Chao Qu, Xiaoming Shi, Cong Liao, Shiyi Zhu, Xiaoyu Tan, Lintao Ma, Shiyu Wang, Shijun Wang, Yun Hu, Lei Lei, Yangfei Zheng, Jianguo Li, James Zhang:
A Meta Reinforcement Learning Approach for Predictive Autoscaling in the Cloud. KDD 2022: 4290-4299 - [i3]Chao Qu, Xiaoyu Tan, Siqiao Xue, Xiaoming Shi, James Zhang, Hongyuan Mei:
Bellman Meets Hawkes: Model-Based Reinforcement Learning via Temporal Point Processes. CoRR abs/2201.12569 (2022) - [i2]Siqiao Xue, Chao Qu, Xiaoming Shi, Cong Liao, Shiyi Zhu, Xiaoyu Tan, Lintao Ma, Shiyu Wang, Shijun Wang, Yun Hu, Lei Lei, Yangfei Zheng, Jianguo Li, James Zhang:
A Meta Reinforcement Learning Approach for Predictive Autoscaling in the Cloud. CoRR abs/2205.15795 (2022) - 2020
- [j3]Xiaoyu Tan, Yonggu Lee, Chin-Boon Chng, Kah-Bin Lim, Chee-Kong Chui:
Robot-assisted flexible needle insertion using universal distributional deep reinforcement learning. Int. J. Comput. Assist. Radiol. Surg. 15(2): 341-349 (2020) - [i1]Xiaoyu Tan, Chao Qu, Junwu Xiong, James Zhang:
Model Embedding Model-Based Reinforcement Learning. CoRR abs/2006.09234 (2020)
2010 – 2019
- 2019
- [j2]Xiaoyu Tan, Chin-Boon Chng, Ye Su, Kah-Bin Lim, Chee-Kong Chui:
Robot-Assisted Training in Laparoscopy Using Deep Reinforcement Learning. IEEE Robotics Autom. Lett. 4(2): 485-492 (2019) - [c3]Chin-Boon Chng, Pooi-Mun Wong, Nicholas J. H. Ho, Xiaoyu Tan, Chee-Kong Chui:
Towards a Cyber-Physical Systems Based Operating Room of the Future. OR/MLCN@MICCAI 2019: 47-55 - [c2]Yonggu Lee, Xiaoyu Tan, Chin-Boon Chng, Chee-Kong Chui:
Simulation of Robot-Assisted Flexible Needle Insertion Using Deep Q-Network. SMC 2019: 342-346 - 2018
- [j1]Xiaoyu Tan, Pengqian Yu, Kah-Bin Lim, Chee-Kong Chui:
Robust path planning for flexible needle insertion using Markov decision processes. Int. J. Comput. Assist. Radiol. Surg. 13(9): 1439-1451 (2018) - 2016
- [c1]Xiaoyu Tan, Chin-Boon Chng, Bin Duan, Yvonne Ho, Rong Wen, Xuan Chen, Kah Bin Lim, Chee-Kong Chui:
Design and implementation of a patient-specific cognitive engine for robotic needle insertion. SMC 2016: 560-565
Coauthor Index
[j34] [j33] [j32] [j31] [j30] [j29] [j28] [c42] [c41] [c37] [c36] [c35] [c34] [c33] [c32] [i50] [i49] [i47] [i46] [i45] [i44] [i43] [i42] [i41] [i38] [i37] [j27] [j26] [j25] [j24] [j23] [j22] [j21] [j20] [j19] [j18] [c30] [c29] [c27] [c25] [c24] [c23] [c22] [c21] [c18] [i31] [i29] [i19] [j17] [j16] [j15] [j14] [j13] [j12] [j11] [j10] [c17] [c16] [c15] [c14] [c13] [c12] [i16] [i14] [i13] [i12] [i11] [i10] [i9] [i8] [i7] [i6] [i5] [j9] [j8] [j7] [c8] [c7] [c6] [c5] [j6] [j5] [j4]
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